{"id":"https://openalex.org/W2013969331","doi":"https://doi.org/10.1016/j.csl.2012.07.002","title":"Uncertainty-based learning of acoustic models from noisy data","display_name":"Uncertainty-based learning of acoustic models from noisy data","publication_year":2012,"publication_date":"2012-07-24","ids":{"openalex":"https://openalex.org/W2013969331","doi":"https://doi.org/10.1016/j.csl.2012.07.002","mag":"2013969331"},"language":"en","primary_location":{"id":"doi:10.1016/j.csl.2012.07.002","doi":"https://doi.org/10.1016/j.csl.2012.07.002","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.csl.2012.07.002","pdf_url":null,"source":{"id":"https://openalex.org/S91252481","display_name":"Computer Speech & Language","issn_l":"0885-2308","issn":["0885-2308","1095-8363"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-b","erih-plus","jufo-2","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Speech & Language","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073788938","display_name":"Alexey Ozerov","orcid":"https://orcid.org/0000-0003-4834-5166","observed_orcids":["https://orcid.org/0000-0003-4834-5166"]},"institutions":[{"id":"https://openalex.org/I4210121266","display_name":"Technicolor (France)","ror":"https://ror.org/02ya5n776","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210121266"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Alexey Ozerov","raw_affiliation_strings":["Technicolor Research & Innovation, France","Technicolor [Cesson S\u00e9vign\u00e9] (1 avenue de Belle Fontaine 35 576 Cesson S\u00e9vign\u00e9 Cedex France - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technicolor Research & Innovation, France","institution_ids":["https://openalex.org/I4210121266"]},{"raw_affiliation_string":"Technicolor [Cesson S\u00e9vign\u00e9] (1 avenue de Belle Fontaine 35 576 Cesson S\u00e9vign\u00e9 Cedex France - France)","institution_ids":["https://openalex.org/I4210121266"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029522748","display_name":"Mathieu Lagrange","orcid":"https://orcid.org/0000-0002-1253-4427","observed_orcids":["https://orcid.org/0000-0002-1253-4427"]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I35345632","display_name":"Institut de Recherche et Coordination Acoustique Musique","ror":"https://ror.org/0121jnt59","country_code":"FR","type":"education","lineage":["https://openalex.org/I35345632"]},{"id":"https://openalex.org/I4389425508","display_name":"Sciences et Technologies de la Musique et du Son","ror":"https://ror.org/025xvn046","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I2802818602","https://openalex.org/I35345632","https://openalex.org/I39804081","https://openalex.org/I4210102700","https://openalex.org/I4389425508"]},{"id":"https://openalex.org/I4405264447","display_name":"Universit\u00e9 Pierre-et-Marie-Curie","ror":"https://ror.org/01yvrd251","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081","https://openalex.org/I4405264447"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mathieu Lagrange","raw_affiliation_strings":["STMS \u2013 IRCAM \u2013 CNRS \u2013 UPMC, France","IRCAM - Institut de Recherche et Coordination Acoustique/Musique (1, place Igor Stravinsky 75004 Paris - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"STMS \u2013 IRCAM \u2013 CNRS \u2013 UPMC, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4389425508","https://openalex.org/I4405264447"]},{"raw_affiliation_string":"IRCAM - Institut de Recherche et Coordination Acoustique/Musique (1, place Igor Stravinsky 75004 Paris - France)","institution_ids":["https://openalex.org/I35345632"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065635001","display_name":"Emmanuel Vincent A","orcid":"https://orcid.org/0000-0002-0183-7289","observed_orcids":["https://orcid.org/0000-0002-0183-7289"]},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210133778","display_name":"Centre Inria de l'Universit\u00e9 de Rennes","ror":"https://ror.org/04040yw90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Emmanuel Vincent","raw_affiliation_strings":["INRIA, Centre de Rennes \u2013 Bretagne Atlantique, France","METISS - Speech and sound data modeling and processing (Campus de Beaulieu 35042 Rennes cedex - France)","PAROLE - Analysis, perception and recognition of speech (France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA, Centre de Rennes \u2013 Bretagne Atlantique, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"]},{"raw_affiliation_string":"METISS - Speech and sound data modeling and processing (Campus de Beaulieu 35042 Rennes cedex - France)","institution_ids":[]},{"raw_affiliation_string":"PAROLE - Analysis, perception and recognition of speech (France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5065635001"],"corresponding_institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210133778"],"apc_list":{"value":3530,"currency":"USD","value_usd":3530},"apc_paid":null,"fwci":4.4342,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.94430956,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"27","issue":"3","first_page":"874","last_page":"894"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.0027000000700354576,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10403","display_name":"Phonetics and Phonology Research","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/noisy-speech","display_name":"noisy speech","score":0.718999981880188},{"id":"https://openalex.org/keywords/acoustic-model-training","display_name":"acoustic model training","score":0.640999972820282},{"id":"https://openalex.org/keywords/expectation-maximization-algorithm","display_name":"expectation-maximization algorithm","score":0.7549999952316284},{"id":"https://openalex.org/keywords/gaussian-mixture-model","display_name":"Gaussian mixture model","score":0.9470000267028809},{"id":"https://openalex.org/keywords/hidden-markov-models","display_name":"hidden Markov models","score":0.9990000128746033},{"id":"https://openalex.org/keywords/speaker-recognition","display_name":"speaker recognition","score":0.7210000157356262},{"id":"https://openalex.org/keywords/background-noise","display_name":"background noise","score":0.7139999866485596},{"id":"https://openalex.org/keywords/uncertainty-estimation","display_name":"uncertainty estimation","score":0.7080000042915344},{"id":"https://openalex.org/keywords/acoustic-model-adaptation","display_name":"acoustic model adaptation","score":0.6850000023841858},{"id":"https://openalex.org/keywords/maximum-a-posteriori-adaptation","display_name":"maximum a posteriori adaptation","score":0.7269999980926514},{"id":"https://openalex.org/keywords/maximum-likelihood-linear-regression","display_name":"maximum likelihood linear regression","score":0.8709999918937683},{"id":"https://openalex.org/keywords/signal-amplification","display_name":"signal amplification","score":0.6079999804496765}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8547877073287964},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.7199327349662781},{"id":"https://openalex.org/C182081679","wikidata":"https://www.wikidata.org/wiki/Q1275153","display_name":"Expectation\u2013maximization algorithm","level":3,"score":0.6234099864959717},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5949121713638306},{"id":"https://openalex.org/C9810830","wikidata":"https://www.wikidata.org/wiki/Q635384","display_name":"Maximum a posteriori estimation","level":3,"score":0.5853205919265747},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.5356025099754333},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.4979593753814697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4896135926246643},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47385457158088684},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.47252729535102844},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.4187704920768738},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3219373822212219},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2259235680103302},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.2117961049079895},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09142106771469116},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08729758858680725},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.csl.2012.07.002","doi":"https://doi.org/10.1016/j.csl.2012.07.002","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.csl.2012.07.002","pdf_url":null,"source":{"id":"https://openalex.org/S91252481","display_name":"Computer Speech & Language","issn_l":"0885-2308","issn":["0885-2308","1095-8363"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","dongbi-b","erih-plus","jufo-2","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Speech & Language","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-00717992v2","doi":null,"is_oa":false,"landing_page_url":"https://inria.hal.science/hal-00717992","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Speech and Language, 2013, 27 (3), pp.874-894. ⟨10.1016/j.csl.2012.07.002⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W58750608","https://openalex.org/W84880661","https://openalex.org/W105750483","https://openalex.org/W1553154706","https://openalex.org/W1663973292","https://openalex.org/W1981755271","https://openalex.org/W1986366734","https://openalex.org/W1995522399","https://openalex.org/W2028138594","https://openalex.org/W2046233597","https://openalex.org/W2049633694","https://openalex.org/W2063273764","https://openalex.org/W2067117291","https://openalex.org/W2070707809","https://openalex.org/W2071650246","https://openalex.org/W2072184010","https://openalex.org/W2074354966","https://openalex.org/W2099904336","https://openalex.org/W2100969003","https://openalex.org/W2103727721","https://openalex.org/W2106603795","https://openalex.org/W2109349638","https://openalex.org/W2110446310","https://openalex.org/W2120506807","https://openalex.org/W2125838338","https://openalex.org/W2126597753","https://openalex.org/W2126622418","https://openalex.org/W2127199904","https://openalex.org/W2128221272","https://openalex.org/W2145475542","https://openalex.org/W2152721102","https://openalex.org/W2158273884","https://openalex.org/W2162416585","https://openalex.org/W2199945519","https://openalex.org/W2256662675","https://openalex.org/W2496420747","https://openalex.org/W2556699818","https://openalex.org/W2751555667","https://openalex.org/W4205747222","https://openalex.org/W4212863985","https://openalex.org/W4285719527","https://openalex.org/W6603374476","https://openalex.org/W6609694752","https://openalex.org/W6633216014","https://openalex.org/W6667544397","https://openalex.org/W6677074373","https://openalex.org/W6677716915","https://openalex.org/W6678958524","https://openalex.org/W6679317373","https://openalex.org/W6719417910","https://openalex.org/W6730039835","https://openalex.org/W6838200818"],"related_works":["https://openalex.org/W4324119469","https://openalex.org/W2164868312","https://openalex.org/W2473373438","https://openalex.org/W1595191759","https://openalex.org/W2368486525","https://openalex.org/W1783992599","https://openalex.org/W2114899076","https://openalex.org/W2150865841","https://openalex.org/W2010299594","https://openalex.org/W2077224612"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-10-13T10:08:12.033832","created_date":"2025-10-10T00:00:00"}